irishev / DSPLinks
PyTorch implementation of "Dynamic Structure Pruning for Compressing CNNs" (AAAI 2023 Oral)
☆27Updated last year
Alternatives and similar repositories for DSP
Users that are interested in DSP are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of RAPQ, IJCAI 2022☆23Updated 2 years ago
- ☆12Updated 2 years ago
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆46Updated last year
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆102Updated 2 years ago
- ☆25Updated 4 years ago
- ☆36Updated 2 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆136Updated 3 years ago
- Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction☆11Updated 3 years ago
- ☆48Updated 2 years ago
- Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket☆69Updated 2 years ago
- ☆16Updated 3 years ago
- ☆17Updated 3 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2022 — Carrying out CNN Channel Pruning in a White Box☆18Updated 3 years ago
- LSQ+ or LSQplus☆76Updated 10 months ago
- Pytorch implementation of our paper accepted by ECCV 2022-- Fine-grained Data Distribution Alignment for Post-Training Quantization☆15Updated 3 years ago
- [ICCV 2023] Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks☆25Updated 2 years ago
- This is an implementation of YOLO using LSQ network quantization method.☆22Updated 3 years ago
- Position-based Scaled Gradient for Model Quantization and Pruning Code (NeurIPS 2020)☆25Updated 5 years ago
- Reproducing Quantization paper PACT☆64Updated 3 years ago
- ☆11Updated 2 years ago
- BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models☆38Updated last year
- [ECCV 2022] EdgeViT: Competing Light-weight CNNs on Mobile Devices with Vision Transformers☆115Updated 2 years ago
- ☆53Updated last year
- BitSplit Post-trining Quantization☆50Updated 3 years ago
- ☆28Updated 4 years ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆35Updated last year
- DeiT implementation for Q-ViT☆25Updated 7 months ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- ☆26Updated 2 years ago
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Updated 5 years ago